Stupid question, but are there models worth using that specialize in a particular programming language? For instance, I'd love to be able to run a local model on my GPU that is specific to C/C++ or Python. If such a thing exists, is it worth it vs one of the cloud-based frontier models? I'm guessing that a model which only covers a single language might be more compact and efficient vs a model trained across many lan…
I'm currently experimenting with (trying to) fine tune Qwen3.5 to make it better at a given language (Nim in this case); but I am quite bad at this, and honestly am unsure if it's even really fully feasible at the scale I have access to. Certainly been fun so far though, and I have a little Asus GX10 box on the way to experiment some more!
OpenCode – Open source AI coding agent
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Re: OpenCode – Open source AI coding agent
#412Re: OpenCode – Open source AI coding agent
#413Have they "squatted" the name? It's the same name for the digital Sovereignty initiative in Germany https://opencode.de/
Re: OpenCode – Open source AI coding agent
#414OpenCode was the first open source agent I used, and my main workhorse after experimenting briefly with Claude Code and realizing the potential of agentic coding. Due to that, and because it's a popular an open source alternative, I want to be able to recommend it and be enthusiastic about it. The problem for me is that the development practices of the people that are working on it are suboptimal at best; they're con…
That is very disappointing coz I've been wanting to try an alternative to Gemini CLI for exactly these reasons. The AI is great but the actual software is a buggy, slow, bloated blob of TypeScript (on a custom Node runtime IIUC!) that I really hate running. It takes multiple seconds to start, requires restarting to apply settings, constantly fucks up the terminal, often crashes due to JS heap overflows, doesn't respe…
I'm very happy with Pi myself (running it on a small VPS so that I don't need to do sandboxing shenanigans).
Re: OpenCode – Open source AI coding agent
#415Earlier quoted context omitted.
Probably vibe coded
Some of the more recent versions of it had memory leaks so you couldn't just leave it on in the background
Re: OpenCode – Open source AI coding agent
#416Earlier quoted context omitted.
>or perhaps to route certain requests to Haiku or Sonnet instead of using Opus for everything, to cut down on the compute You can point Claude Code at a local inference server (e.g. llama.cpp, vLLM) and see which model names it sends each request to. It's not hard to do a MITM against it either. Claude Code does send some requests to Haiku, but not the ones you're making with whatever model you have it set to - these…
Sounds pretty sane, the same way how OpenWebUI and probably other software out there also has a concept of “tool models”, something you use for all the lower priority stuff. Actually curious to hear what others think about why Anthropic is so set on disallowing 3rd party tools on subscriptions.
So they have to move up the stack to higher margin business solutions. Which is why they offer subsidized subscription plans in the first place. It’s a marketing cost. But they want those marketing dollars to drive up the stack not commodity inference use cases.
Re: OpenCode – Open source AI coding agent
#417Have they "squatted" the name? It's the same name for the digital Sovereignty initiative in Germany https://opencode.de/
you'll be surprised the name was actually a controversy on x/twitter since opencode was originally another dev's idea who joined the charmcli team. they wanted to keep that name but dax somehow (?) ended up squatting it. the charmcli team has renamed their tool to "crush" which matches their other tools a lot better than "opencode"
Re: OpenCode – Open source AI coding agent
#418Re: OpenCode – Open source AI coding agent
#419Earlier quoted context omitted.
It also sends all of your prompts to Grok's free tier by default, and the free tier trains on your submitted information, X AI can do whatever they want with that, including building ad profiles, etc. You need to set an explicit "small model" in OpenCode to disable that.
This. I work on projects that warrant a self hosted model to ensure nothing is leaked to the cloud. Imagine my surprise when I discovered that even though the only configured model is local, all my prompts are sent to the cloud to... generate a session title. Fortunately caught during testing phase.
Re: OpenCode – Open source AI coding agent
#420I don’t know why people use opencode. I mean it’s better than copilot but it’s pretty terrible in general when there are better options available.